Run
1831034

Run 1831034

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 06-10-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.HoeffdingAdaptiveTree(2)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(2)_m33554432
moa.HoeffdingAdaptiveTree(2)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_e1000000
moa.HoeffdingAdaptiveTree(2)_g200
moa.HoeffdingAdaptiveTree(2)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(2)_c1.0E-7
moa.HoeffdingAdaptiveTree(2)_t0.05
moa.HoeffdingAdaptiveTree(2)_bfalse
moa.HoeffdingAdaptiveTree(2)_zfalse
moa.HoeffdingAdaptiveTree(2)_rfalse
moa.HoeffdingAdaptiveTree(2)_pfalse
moa.HoeffdingAdaptiveTree(2)_lNBAdaptive
moa.HoeffdingAdaptiveTree(2)_q0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9641
Per class
Confusion matrix
F measure
0.8166
Per class
Kappa
0.7963
KB relative information score
811216.0428
Mean absolute error
0.0426
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8169
Per class
Predictive accuracy
0.8167
Prior entropy
3.3219
Recall
0.8167
Per class
Relative absolute error
0.2368
Root mean prior squared error
0.3
Root mean squared error
0.17
Root relative squared error
0.5665